i# Addenda - Personas
AI generated in dialogue with humans. Not fully reviewed.
The [[Session Reflections]]↑ project proposes using personas to analyze session material from multiple perspectives. After analyzing the existing personas and the reflections they’ve produced, we believe the current definitions stay at the surface – they describe what each persona looks at, but not what it means to genuinely see from a different place. These addenda propose grounding each persona in the analytical frameworks that make their perspective distinct.
The personas defined in [[Session Reflections]]↑ describe what each persona notices – the sociologist sees group dynamics, the anthropologist sees rituals, the learning scientist sees pedagogy. But they don’t specify how each persona thinks or perceives. They assign topics without assigning analytical frameworks.
This matters because the difference between a persona that works and one that doesn’t isn’t what it looks at – it’s what questions it asks. An anthropologist who “notices rituals” produces thematic description. An anthropologist working within Geertz’s thick description framework asks whether Pete’s privacy stance is policy or performance of values – a question that thematic observation alone wouldn’t generate.
In practice, the existing reflections confirm this gap. The three Week 1 reflections (neutral, anthropologist, toki pona) cover the same 5-6 themes and converge on similar conclusions. They illuminate different corners of the same room, but they don’t see different rooms. The toki pona reflection is the exception: it works precisely because the language itself is a framework – you can’t write in 130 words without your thinking changing structurally.
A named analytical framework does three things a thematic description doesn’t:
It generates questions the observer wouldn’t otherwise ask. Knowles’ andragogy doesn’t just say “notice adult learning” – it asks whether each learner has a problem to solve, and predicts that those without one won’t transfer. That prediction is testable against the vault’s evidence.
It creates productive disagreement between personas. When personas share a mode of analysis (observe, describe, reflect), they converge. When they operate from genuinely different frameworks, they contradict each other – and the contradictions are where the insight lives.
It constrains the persona’s scope. A framework tells the persona what to ignore. A learning scientist working from Mezirow doesn’t catalog every learning moment – they look specifically for disorienting dilemmas and perspective transformations. The discipline of the framework prevents the persona from becoming a generalist with a label.
Choosing the right framework for a persona is not a neutral act. It requires knowing a field well enough to identify which of its many frameworks best fits the material at hand. An instructional designer knows that Knowles, Mezirow, and Schon ask fundamentally different questions – and knows which combination will be most productive for analyzing an informal course where adult learners are expected to self-direct their own transfer.
This is why the addenda are proposed by people with domain knowledge, not generated from the persona descriptions alone. The original descriptions are a starting point; the frameworks are the contribution.
Each revised persona lives in its own file:
Projects/Session Reflections/
├── Addenda - Personas.md (this file)
├── Addenda - Persona - Learning Scientist.md
├── Addenda - Persona - Anthropologist.md
├── Addenda - Persona - Experience Designer.md (new persona)
├── Addenda - Persona - Technology Critic.md (future)
└── ...
One file per persona allows independent authorship – different people with different expertise can propose frameworks for different personas without coordinating on a single document.